Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 8763 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.7 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Text | 5 |
|---|---|
| Numeric | 8 |
| Categorical | 12 |
Sex is highly overall correlated with Smoking | High correlation |
Smoking is highly overall correlated with Sex | High correlation |
Country is highly overall correlated with Continent | High correlation |
Continent is highly overall correlated with Country | High correlation |
Smoking is highly imbalanced (52.1%) | Imbalance |
Patient-ID has unique values | Unique |
Exercise-Hours-Per-Week has unique values | Unique |
Sedentary-Hours-Per-Day has unique values | Unique |
BMI has unique values | Unique |
Physical-Activity-Days-Per-Week has 1065 (12.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-10-10 16:18:10.786800 |
|---|---|
| Analysis finished | 2023-10-10 16:18:38.661777 |
| Duration | 27.87 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
Patient-ID
Text
UNIQUE
| Distinct | 8763 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 61341 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8763 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | BMW7812 |
|---|---|
| 2nd row | CZE1114 |
| 3rd row | BNI9906 |
| 4th row | JLN3497 |
| 5th row | GFO8847 |
| Value | Count | Frequency (%) |
| bmw7812 | 1 | < 0.1% |
| hsd6283 | 1 | < 0.1% |
| xrl5497 | 1 | < 0.1% |
| dcy3282 | 1 | < 0.1% |
| vtw9069 | 1 | < 0.1% |
| yyu9565 | 1 | < 0.1% |
| fps0415 | 1 | < 0.1% |
| ysp0073 | 1 | < 0.1% |
| ftj5456 | 1 | < 0.1% |
| dxt5853 | 1 | < 0.1% |
| Other values (8753) | 8753 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 3549 | 5.8% |
| 9 | 3543 | 5.8% |
| 2 | 3537 | 5.8% |
| 0 | 3523 | 5.7% |
| 8 | 3507 | 5.7% |
| 7 | 3505 | 5.7% |
| 3 | 3485 | 5.7% |
| 1 | 3482 | 5.7% |
| 6 | 3461 | 5.6% |
| 5 | 3460 | 5.6% |
| Other values (35) | 26289 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35052 | |
| Uppercase Letter | 26271 | |
| Lowercase Letter | 18 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 1084 | 4.1% |
| O | 1051 | 4.0% |
| X | 1047 | 4.0% |
| T | 1046 | 4.0% |
| R | 1045 | 4.0% |
| K | 1044 | 4.0% |
| U | 1037 | 3.9% |
| I | 1036 | 3.9% |
| B | 1028 | 3.9% |
| Y | 1020 | 3.9% |
| Other values (16) | 15833 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 3549 | |
| 9 | 3543 | |
| 2 | 3537 | |
| 0 | 3523 | |
| 8 | 3507 | |
| 7 | 3505 | |
| 3 | 3485 | |
| 1 | 3482 | |
| 6 | 3461 | |
| 5 | 3460 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4 | |
| r | 3 | |
| j | 2 | |
| u | 2 | |
| b | 2 | |
| m | 2 | |
| n | 1 | 5.6% |
| l | 1 | 5.6% |
| y | 1 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 35052 | |
| Latin | 26289 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| D | 1084 | 4.1% |
| O | 1051 | 4.0% |
| X | 1047 | 4.0% |
| T | 1046 | 4.0% |
| R | 1045 | 4.0% |
| K | 1044 | 4.0% |
| U | 1037 | 3.9% |
| I | 1036 | 3.9% |
| B | 1028 | 3.9% |
| Y | 1020 | 3.9% |
| Other values (25) | 15851 |
Common
| Value | Count | Frequency (%) |
| 4 | 3549 | |
| 9 | 3543 | |
| 2 | 3537 | |
| 0 | 3523 | |
| 8 | 3507 | |
| 7 | 3505 | |
| 3 | 3485 | |
| 1 | 3482 | |
| 6 | 3461 | |
| 5 | 3460 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 61341 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 3549 | 5.8% |
| 9 | 3543 | 5.8% |
| 2 | 3537 | 5.8% |
| 0 | 3523 | 5.7% |
| 8 | 3507 | 5.7% |
| 7 | 3505 | 5.7% |
| 3 | 3485 | 5.7% |
| 1 | 3482 | 5.7% |
| 6 | 3461 | 5.6% |
| 5 | 3460 | 5.6% |
| Other values (35) | 26289 |
Age
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.707977 |
| Minimum | 18 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 35 |
| median | 54 |
| Q3 | 72 |
| 95-th percentile | 87 |
| Maximum | 90 |
| Range | 72 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 21.249509 |
|---|---|
| Coefficient of variation (CV) | 0.39564903 |
| Kurtosis | -1.213755 |
| Mean | 53.707977 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.028497567 |
| Sum | 470643 |
| Variance | 451.54162 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90 | 152 | 1.7% |
| 42 | 150 | 1.7% |
| 33 | 147 | 1.7% |
| 59 | 147 | 1.7% |
| 29 | 137 | 1.6% |
| 28 | 136 | 1.6% |
| 36 | 135 | 1.5% |
| 54 | 134 | 1.5% |
| 38 | 134 | 1.5% |
| 67 | 133 | 1.5% |
| Other values (63) | 7358 |
| Value | Count | Frequency (%) |
| 18 | 123 | |
| 19 | 128 | |
| 20 | 130 | |
| 21 | 117 | |
| 22 | 124 | |
| 23 | 108 | |
| 24 | 130 | |
| 25 | 132 | |
| 26 | 112 | |
| 27 | 125 |
| Value | Count | Frequency (%) |
| 90 | 152 | |
| 89 | 117 | |
| 88 | 123 | |
| 87 | 126 | |
| 86 | 105 | |
| 85 | 118 | |
| 84 | 126 | |
| 83 | 115 | |
| 82 | 127 | |
| 81 | 113 |
Sex
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Masculino | |
|---|---|
| Femenino |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.394728 |
| Min length | 9 |
Characters and Unicode
| Total characters | 91089 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Masculino |
|---|---|
| 2nd row | Masculino |
| 3rd row | Femenino |
| 4th row | Masculino |
| 5th row | Masculino |
Common Values
| Value | Count | Frequency (%) |
| Masculino | 6111 | |
| Femenino | 2652 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| masculino | 6111 | |
| femenino | 2652 |
Most occurring characters
| Value | Count | Frequency (%) |
| 14874 | ||
| n | 11415 | |
| i | 8763 | |
| o | 8763 | |
| M | 6111 | |
| a | 6111 | |
| s | 6111 | |
| c | 6111 | |
| u | 6111 | |
| l | 6111 | |
| Other values (3) | 10608 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 67452 | |
| Space Separator | 14874 | 16.3% |
| Uppercase Letter | 8763 | 9.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 11415 | |
| i | 8763 | |
| o | 8763 | |
| a | 6111 | |
| s | 6111 | |
| c | 6111 | |
| u | 6111 | |
| l | 6111 | |
| e | 5304 | |
| m | 2652 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 6111 | |
| F | 2652 |
Space Separator
| Value | Count | Frequency (%) |
| 14874 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 76215 | |
| Common | 14874 | 16.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 11415 | |
| i | 8763 | |
| o | 8763 | |
| M | 6111 | |
| a | 6111 | |
| s | 6111 | |
| c | 6111 | |
| u | 6111 | |
| l | 6111 | |
| e | 5304 | |
| Other values (2) | 5304 |
Common
| Value | Count | Frequency (%) |
| 14874 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 91089 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 14874 | ||
| n | 11415 | |
| i | 8763 | |
| o | 8763 | |
| M | 6111 | |
| a | 6111 | |
| s | 6111 | |
| c | 6111 | |
| u | 6111 | |
| l | 6111 | |
| Other values (3) | 10608 |
Cholesterol
Real number (ℝ)
| Distinct | 281 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 259.87721 |
| Minimum | 120 |
|---|---|
| Maximum | 400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 133 |
| Q1 | 192 |
| median | 259 |
| Q3 | 330 |
| 95-th percentile | 385 |
| Maximum | 400 |
| Range | 280 |
| Interquartile range (IQR) | 138 |
Descriptive statistics
| Standard deviation | 80.863276 |
|---|---|
| Coefficient of variation (CV) | 0.31115955 |
| Kurtosis | -1.1802463 |
| Mean | 259.87721 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | -0.00095473969 |
| Sum | 2277304 |
| Variance | 6538.8694 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 235 | 52 | 0.6% |
| 360 | 47 | 0.5% |
| 149 | 46 | 0.5% |
| 218 | 46 | 0.5% |
| 251 | 45 | 0.5% |
| 254 | 44 | 0.5% |
| 185 | 43 | 0.5% |
| 370 | 43 | 0.5% |
| 294 | 43 | 0.5% |
| 206 | 42 | 0.5% |
| Other values (271) | 8312 |
| Value | Count | Frequency (%) |
| 120 | 32 | |
| 121 | 33 | |
| 122 | 31 | |
| 123 | 31 | |
| 124 | 34 | |
| 125 | 39 | |
| 126 | 34 | |
| 127 | 36 | |
| 128 | 32 | |
| 129 | 37 |
| Value | Count | Frequency (%) |
| 400 | 34 | |
| 399 | 34 | |
| 398 | 20 | |
| 397 | 19 | |
| 396 | 32 | |
| 395 | 33 | |
| 394 | 30 | |
| 393 | 25 | |
| 392 | 36 | |
| 391 | 24 |
Blood-Pressure
Text
| Distinct | 3915 |
|---|---|
| Distinct (%) | 44.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.1090951 |
| Min length | 5 |
Characters and Unicode
| Total characters | 53534 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1297 ? |
|---|---|
| Unique (%) | 14.8% |
Sample
| 1st row | 158/88 |
|---|---|
| 2nd row | 165/93 |
| 3rd row | 174/99 |
| 4th row | 163/100 |
| 5th row | 91/88 |
| Value | Count | Frequency (%) |
| 146/94 | 8 | 0.1% |
| 101/93 | 8 | 0.1% |
| 106/64 | 7 | 0.1% |
| 176/77 | 7 | 0.1% |
| 139/106 | 7 | 0.1% |
| 145/104 | 7 | 0.1% |
| 140/95 | 7 | 0.1% |
| 129/106 | 7 | 0.1% |
| 94/109 | 7 | 0.1% |
| 147/94 | 7 | 0.1% |
| Other values (3905) | 8691 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12525 | |
| / | 8763 | |
| 0 | 4737 | 8.8% |
| 6 | 4441 | 8.3% |
| 9 | 4411 | 8.2% |
| 7 | 4365 | 8.2% |
| 8 | 3533 | 6.6% |
| 3 | 2721 | 5.1% |
| 4 | 2700 | 5.0% |
| 2 | 2691 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 44771 | |
| Other Punctuation | 8763 | 16.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12525 | |
| 0 | 4737 | 10.6% |
| 6 | 4441 | 9.9% |
| 9 | 4411 | 9.9% |
| 7 | 4365 | 9.7% |
| 8 | 3533 | 7.9% |
| 3 | 2721 | 6.1% |
| 4 | 2700 | 6.0% |
| 2 | 2691 | 6.0% |
| 5 | 2647 | 5.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8763 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53534 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 12525 | |
| / | 8763 | |
| 0 | 4737 | 8.8% |
| 6 | 4441 | 8.3% |
| 9 | 4411 | 8.2% |
| 7 | 4365 | 8.2% |
| 8 | 3533 | 6.6% |
| 3 | 2721 | 5.1% |
| 4 | 2700 | 5.0% |
| 2 | 2691 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53534 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 12525 | |
| / | 8763 | |
| 0 | 4737 | 8.8% |
| 6 | 4441 | 8.3% |
| 9 | 4411 | 8.2% |
| 7 | 4365 | 8.2% |
| 8 | 3533 | 6.6% |
| 3 | 2721 | 5.1% |
| 4 | 2700 | 5.0% |
| 2 | 2691 | 5.0% |
Heart-Rate
Real number (ℝ)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.021682 |
| Minimum | 40 |
|---|---|
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 57 |
| median | 75 |
| Q3 | 93 |
| 95-th percentile | 107 |
| Maximum | 110 |
| Range | 70 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 20.550948 |
|---|---|
| Coefficient of variation (CV) | 0.27393345 |
| Kurtosis | -1.2111804 |
| Mean | 75.021682 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.0032271859 |
| Sum | 657415 |
| Variance | 422.34146 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94 | 157 | 1.8% |
| 97 | 146 | 1.7% |
| 57 | 143 | 1.6% |
| 52 | 140 | 1.6% |
| 104 | 139 | 1.6% |
| 105 | 138 | 1.6% |
| 72 | 138 | 1.6% |
| 54 | 137 | 1.6% |
| 87 | 137 | 1.6% |
| 84 | 136 | 1.6% |
| Other values (61) | 7352 |
| Value | Count | Frequency (%) |
| 40 | 114 | |
| 41 | 136 | |
| 42 | 129 | |
| 43 | 111 | |
| 44 | 130 | |
| 45 | 134 | |
| 46 | 125 | |
| 47 | 114 | |
| 48 | 107 | |
| 49 | 133 |
| Value | Count | Frequency (%) |
| 110 | 126 | |
| 109 | 130 | |
| 108 | 122 | |
| 107 | 118 | |
| 106 | 111 | |
| 105 | 138 | |
| 104 | 139 | |
| 103 | 114 | |
| 102 | 128 | |
| 101 | 108 |
Diabetes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Positivo | |
|---|---|
| Negativo |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 87630 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negativo |
|---|---|
| 2nd row | Positivo |
| 3rd row | Positivo |
| 4th row | Positivo |
| 5th row | Positivo |
Common Values
| Value | Count | Frequency (%) |
| Positivo | 5716 | |
| Negativo | 3047 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| positivo | 5716 | |
| negativo | 3047 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| o | 14479 | |
| i | 14479 | |
| t | 8763 | |
| v | 8763 | |
| P | 5716 | 6.5% |
| s | 5716 | 6.5% |
| N | 3047 | 3.5% |
| e | 3047 | 3.5% |
| g | 3047 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61341 | |
| Space Separator | 17526 | 20.0% |
| Uppercase Letter | 8763 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 14479 | |
| i | 14479 | |
| t | 8763 | |
| v | 8763 | |
| s | 5716 | 9.3% |
| e | 3047 | 5.0% |
| g | 3047 | 5.0% |
| a | 3047 | 5.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 5716 | |
| N | 3047 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70104 | |
| Common | 17526 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 14479 | |
| i | 14479 | |
| t | 8763 | |
| v | 8763 | |
| P | 5716 | 8.2% |
| s | 5716 | 8.2% |
| N | 3047 | 4.3% |
| e | 3047 | 4.3% |
| g | 3047 | 4.3% |
| a | 3047 | 4.3% |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 87630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| o | 14479 | |
| i | 14479 | |
| t | 8763 | |
| v | 8763 | |
| P | 5716 | 6.5% |
| s | 5716 | 6.5% |
| N | 3047 | 3.5% |
| e | 3047 | 3.5% |
| g | 3047 | 3.5% |
Family-History
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Negativo | |
|---|---|
| Positivo |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 87630 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negativo |
|---|---|
| 2nd row | Positivo |
| 3rd row | Negativo |
| 4th row | Positivo |
| 5th row | Positivo |
Common Values
| Value | Count | Frequency (%) |
| Negativo | 4443 | |
| Positivo | 4320 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| negativo | 4443 | |
| positivo | 4320 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| i | 13083 | |
| o | 13083 | |
| t | 8763 | |
| v | 8763 | |
| N | 4443 | 5.1% |
| e | 4443 | 5.1% |
| g | 4443 | 5.1% |
| a | 4443 | 5.1% |
| P | 4320 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61341 | |
| Space Separator | 17526 | 20.0% |
| Uppercase Letter | 8763 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 13083 | |
| o | 13083 | |
| t | 8763 | |
| v | 8763 | |
| e | 4443 | 7.2% |
| g | 4443 | 7.2% |
| a | 4443 | 7.2% |
| s | 4320 | 7.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4443 | |
| P | 4320 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70104 | |
| Common | 17526 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 13083 | |
| o | 13083 | |
| t | 8763 | |
| v | 8763 | |
| N | 4443 | 6.3% |
| e | 4443 | 6.3% |
| g | 4443 | 6.3% |
| a | 4443 | 6.3% |
| P | 4320 | 6.2% |
| s | 4320 | 6.2% |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 87630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| i | 13083 | |
| o | 13083 | |
| t | 8763 | |
| v | 8763 | |
| N | 4443 | 5.1% |
| e | 4443 | 5.1% |
| g | 4443 | 5.1% |
| a | 4443 | 5.1% |
| P | 4320 | 4.9% |
Smoking
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Si | |
|---|---|
| No |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Si |
|---|---|
| 2nd row | Si |
| 3rd row | No |
| 4th row | Si |
| 5th row | Si |
Common Values
| Value | Count | Frequency (%) |
| Si | 7859 | |
| No | 904 | 10.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| si | 7859 | |
| no | 904 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 7859 | |
| i | 7859 | |
| N | 904 | 2.6% |
| o | 904 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 17526 | |
| Uppercase Letter | 8763 | |
| Lowercase Letter | 8763 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 7859 | |
| N | 904 | 10.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 7859 | |
| o | 904 | 10.3% |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17526 | |
| Latin | 17526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 7859 | |
| i | 7859 | |
| N | 904 | 5.2% |
| o | 904 | 5.2% |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 7859 | |
| i | 7859 | |
| N | 904 | 2.6% |
| o | 904 | 2.6% |
Obesity
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Si | |
|---|---|
| No |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Si |
| 3rd row | No |
| 4th row | No |
| 5th row | Si |
Common Values
| Value | Count | Frequency (%) |
| Si | 4394 | |
| No | 4369 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| si | 4394 | |
| no | 4369 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 4394 | 12.5% |
| i | 4394 | 12.5% |
| N | 4369 | 12.5% |
| o | 4369 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 17526 | |
| Uppercase Letter | 8763 | |
| Lowercase Letter | 8763 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 4394 | |
| N | 4369 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 4394 | |
| o | 4369 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17526 | |
| Latin | 17526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 4394 | |
| i | 4394 | |
| N | 4369 | |
| o | 4369 |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 4394 | 12.5% |
| i | 4394 | 12.5% |
| N | 4369 | 12.5% |
| o | 4369 | 12.5% |
Alcohol-Consumption
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Si | |
|---|---|
| No |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Si |
| 3rd row | No |
| 4th row | Si |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| Si | 5241 | |
| No | 3522 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| si | 5241 | |
| no | 3522 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 5241 | 15.0% |
| i | 5241 | 15.0% |
| N | 3522 | 10.0% |
| o | 3522 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 17526 | |
| Uppercase Letter | 8763 | |
| Lowercase Letter | 8763 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5241 | |
| N | 3522 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 5241 | |
| o | 3522 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17526 | |
| Latin | 17526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 5241 | |
| i | 5241 | |
| N | 3522 | |
| o | 3522 |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| S | 5241 | 15.0% |
| i | 5241 | 15.0% |
| N | 3522 | 10.0% |
| o | 3522 | 10.0% |
UNIQUE
| Distinct | 8763 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 21.391076 |
| Min length | 17 |
Characters and Unicode
| Total characters | 187450 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8763 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 4.168.188.835.442.070 |
|---|---|
| 2nd row | 18.132.416.178.634.400 |
| 3rd row | 20.783.529.861.178.800 |
| 4th row | 982.812.959.348.533 |
| 5th row | 5.804.298.820.315.430 |
| Value | Count | Frequency (%) |
| 4.168.188.835.442.070 | 1 | < 0.1% |
| 16.841.987.593.616.600 | 1 | < 0.1% |
| 3.466.864.143.947.520 | 1 | < 0.1% |
| 1.455.966.449.587.790 | 1 | < 0.1% |
| 15.387.604.628.162.700 | 1 | < 0.1% |
| 17.037.374.183.793.800 | 1 | < 0.1% |
| 19.633.268.156.072.200 | 1 | < 0.1% |
| 8.251.995.072.165.770 | 1 | < 0.1% |
| 1.945.150.606.299.490 | 1 | < 0.1% |
| 11.395.079.808.991.800 | 1 | < 0.1% |
| Other values (8753) | 8753 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 43336 | |
| 0 | 25085 | |
| 1 | 17129 | 9.1% |
| 6 | 12872 | 6.9% |
| 2 | 12810 | 6.8% |
| 3 | 12776 | 6.8% |
| 9 | 12765 | 6.8% |
| 4 | 12720 | 6.8% |
| 5 | 12709 | 6.8% |
| 8 | 12640 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 144114 | |
| Other Punctuation | 43336 | 23.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25085 | |
| 1 | 17129 | |
| 6 | 12872 | |
| 2 | 12810 | |
| 3 | 12776 | |
| 9 | 12765 | |
| 4 | 12720 | |
| 5 | 12709 | |
| 8 | 12640 | |
| 7 | 12608 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43336 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 187450 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 43336 | |
| 0 | 25085 | |
| 1 | 17129 | 9.1% |
| 6 | 12872 | 6.9% |
| 2 | 12810 | 6.8% |
| 3 | 12776 | 6.8% |
| 9 | 12765 | 6.8% |
| 4 | 12720 | 6.8% |
| 5 | 12709 | 6.8% |
| 8 | 12640 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187450 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 43336 | |
| 0 | 25085 | |
| 1 | 17129 | 9.1% |
| 6 | 12872 | 6.9% |
| 2 | 12810 | 6.8% |
| 3 | 12776 | 6.8% |
| 9 | 12765 | 6.8% |
| 4 | 12720 | 6.8% |
| 5 | 12709 | 6.8% |
| 8 | 12640 | 6.7% |
Diet
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Sano | |
|---|---|
| Promedio | |
| Enfermizo |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 8.3110807 |
| Min length | 5 |
Characters and Unicode
| Total characters | 72830 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Promedio |
|---|---|
| 2nd row | Enfermizo |
| 3rd row | Sano |
| 4th row | Promedio |
| 5th row | Enfermizo |
Common Values
| Value | Count | Frequency (%) |
| Sano | 2960 | |
| Promedio | 2912 | |
| Enfermizo | 2891 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sano | 2960 | |
| promedio | 2912 | |
| enfermizo | 2891 |
Most occurring characters
| Value | Count | Frequency (%) |
| 11675 | ||
| o | 11675 | |
| n | 5851 | |
| r | 5803 | |
| m | 5803 | |
| e | 5803 | |
| i | 5803 | |
| S | 2960 | 4.1% |
| a | 2960 | 4.1% |
| P | 2912 | 4.0% |
| Other values (4) | 11585 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 52392 | |
| Space Separator | 11675 | 16.0% |
| Uppercase Letter | 8763 | 12.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 11675 | |
| n | 5851 | |
| r | 5803 | |
| m | 5803 | |
| e | 5803 | |
| i | 5803 | |
| a | 2960 | 5.6% |
| d | 2912 | 5.6% |
| f | 2891 | 5.5% |
| z | 2891 | 5.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2960 | |
| P | 2912 | |
| E | 2891 |
Space Separator
| Value | Count | Frequency (%) |
| 11675 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 61155 | |
| Common | 11675 | 16.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 11675 | |
| n | 5851 | |
| r | 5803 | |
| m | 5803 | |
| e | 5803 | |
| i | 5803 | |
| S | 2960 | 4.8% |
| a | 2960 | 4.8% |
| P | 2912 | 4.8% |
| d | 2912 | 4.8% |
| Other values (3) | 8673 |
Common
| Value | Count | Frequency (%) |
| 11675 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72830 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 11675 | ||
| o | 11675 | |
| n | 5851 | |
| r | 5803 | |
| m | 5803 | |
| e | 5803 | |
| i | 5803 | |
| S | 2960 | 4.1% |
| a | 2960 | 4.1% |
| P | 2912 | 4.0% |
| Other values (4) | 11585 |
Previous-Heart-Problems
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Negativo | |
|---|---|
| Positivo |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 87630 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Negativo |
|---|---|
| 2nd row | Positivo |
| 3rd row | Positivo |
| 4th row | Positivo |
| 5th row | Positivo |
Common Values
| Value | Count | Frequency (%) |
| Negativo | 4418 | |
| Positivo | 4345 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| negativo | 4418 | |
| positivo | 4345 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| i | 13108 | |
| o | 13108 | |
| t | 8763 | |
| v | 8763 | |
| N | 4418 | 5.0% |
| e | 4418 | 5.0% |
| g | 4418 | 5.0% |
| a | 4418 | 5.0% |
| P | 4345 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 61341 | |
| Space Separator | 17526 | 20.0% |
| Uppercase Letter | 8763 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 13108 | |
| o | 13108 | |
| t | 8763 | |
| v | 8763 | |
| e | 4418 | 7.2% |
| g | 4418 | 7.2% |
| a | 4418 | 7.2% |
| s | 4345 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4418 | |
| P | 4345 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 70104 | |
| Common | 17526 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 13108 | |
| o | 13108 | |
| t | 8763 | |
| v | 8763 | |
| N | 4418 | 6.3% |
| e | 4418 | 6.3% |
| g | 4418 | 6.3% |
| a | 4418 | 6.3% |
| P | 4345 | 6.2% |
| s | 4345 | 6.2% |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 87630 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| i | 13108 | |
| o | 13108 | |
| t | 8763 | |
| v | 8763 | |
| N | 4418 | 5.0% |
| e | 4418 | 5.0% |
| g | 4418 | 5.0% |
| a | 4418 | 5.0% |
| P | 4345 | 5.0% |
Medication-Use
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| No | |
|---|---|
| Si |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Si |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 4396 | |
| Si | 4367 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 4396 | |
| si | 4367 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| N | 4396 | 12.5% |
| o | 4396 | 12.5% |
| S | 4367 | 12.5% |
| i | 4367 | 12.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 17526 | |
| Uppercase Letter | 8763 | |
| Lowercase Letter | 8763 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4396 | |
| S | 4367 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 4396 | |
| i | 4367 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17526 | |
| Latin | 17526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 4396 | |
| o | 4396 | |
| S | 4367 | |
| i | 4367 |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| N | 4396 | 12.5% |
| o | 4396 | 12.5% |
| S | 4367 | 12.5% |
| i | 4367 | 12.5% |
Stress-Level
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.4697022 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8596219 |
|---|---|
| Coefficient of variation (CV) | 0.52281126 |
| Kurtosis | -1.2254387 |
| Mean | 5.4697022 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0083889581 |
| Sum | 47931 |
| Variance | 8.1774373 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2 | 913 | |
| 4 | 910 | |
| 7 | 903 | |
| 9 | 887 | |
| 8 | 879 | |
| 3 | 868 | |
| 1 | 865 | |
| 5 | 860 | |
| 6 | 855 | |
| 10 | 823 |
| Value | Count | Frequency (%) |
| 1 | 865 | |
| 2 | 913 | |
| 3 | 868 | |
| 4 | 910 | |
| 5 | 860 | |
| 6 | 855 | |
| 7 | 903 | |
| 8 | 879 | |
| 9 | 887 | |
| 10 | 823 |
| Value | Count | Frequency (%) |
| 10 | 823 | |
| 9 | 887 | |
| 8 | 879 | |
| 7 | 903 | |
| 6 | 855 | |
| 5 | 860 | |
| 4 | 910 | |
| 3 | 868 | |
| 2 | 913 | |
| 1 | 865 |
UNIQUE
| Distinct | 8763 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 21 |
| Mean length | 21.201073 |
| Min length | 15 |
Characters and Unicode
| Total characters | 185785 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8763 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 66.150.014.529.140.500 |
|---|---|
| 2nd row | 4.963.458.839.757.670 |
| 3rd row | 9.463.425.838.029.820 |
| 4th row | 7.648.980.824.461.000 |
| 5th row | 15.148.209.264.291.300 |
| Value | Count | Frequency (%) |
| 66.150.014.529.140.500 | 1 | < 0.1% |
| 8.919.879.240.644.140 | 1 | < 0.1% |
| 18.660.311.482.160.000 | 1 | < 0.1% |
| 10.086.478.972.289.000 | 1 | < 0.1% |
| 10.425.489.575.178.800 | 1 | < 0.1% |
| 8.727.417.211.573.480 | 1 | < 0.1% |
| 1.091.752.425.375.180 | 1 | < 0.1% |
| 7.227.338.314.321.000 | 1 | < 0.1% |
| 4.055.114.781.794.600 | 1 | < 0.1% |
| 8.726.360.093.346.490 | 1 | < 0.1% |
| Other values (8753) | 8753 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 43145 | |
| 0 | 24174 | |
| 1 | 15116 | 8.1% |
| 2 | 13046 | 7.0% |
| 5 | 13033 | 7.0% |
| 9 | 12981 | 7.0% |
| 3 | 12964 | 7.0% |
| 6 | 12892 | 6.9% |
| 4 | 12820 | 6.9% |
| 8 | 12816 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 142640 | |
| Other Punctuation | 43145 | 23.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 24174 | |
| 1 | 15116 | |
| 2 | 13046 | |
| 5 | 13033 | |
| 9 | 12981 | |
| 3 | 12964 | |
| 6 | 12892 | |
| 4 | 12820 | |
| 8 | 12816 | |
| 7 | 12798 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43145 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 185785 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 43145 | |
| 0 | 24174 | |
| 1 | 15116 | 8.1% |
| 2 | 13046 | 7.0% |
| 5 | 13033 | 7.0% |
| 9 | 12981 | 7.0% |
| 3 | 12964 | 7.0% |
| 6 | 12892 | 6.9% |
| 4 | 12820 | 6.9% |
| 8 | 12816 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 185785 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 43145 | |
| 0 | 24174 | |
| 1 | 15116 | 8.1% |
| 2 | 13046 | 7.0% |
| 5 | 13033 | 7.0% |
| 9 | 12981 | 7.0% |
| 3 | 12964 | 7.0% |
| 6 | 12892 | 6.9% |
| 4 | 12820 | 6.9% |
| 8 | 12816 | 6.9% |
Income
Real number (ℝ)
| Distinct | 8615 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 158263.18 |
| Minimum | 20062 |
|---|---|
| Maximum | 299954 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 20062 |
|---|---|
| 5-th percentile | 32900.5 |
| Q1 | 88310 |
| median | 157866 |
| Q3 | 227749 |
| 95-th percentile | 285578.6 |
| Maximum | 299954 |
| Range | 279892 |
| Interquartile range (IQR) | 139439 |
Descriptive statistics
| Standard deviation | 80575.191 |
|---|---|
| Coefficient of variation (CV) | 0.50912151 |
| Kurtosis | -1.181923 |
| Mean | 158263.18 |
| Median Absolute Deviation (MAD) | 69784 |
| Skewness | 0.02179166 |
| Sum | 1.3868603 × 109 |
| Variance | 6.4923614 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 225278 | 4 | < 0.1% |
| 194461 | 3 | < 0.1% |
| 195282 | 3 | < 0.1% |
| 220507 | 2 | < 0.1% |
| 139451 | 2 | < 0.1% |
| 59437 | 2 | < 0.1% |
| 133177 | 2 | < 0.1% |
| 239754 | 2 | < 0.1% |
| 172040 | 2 | < 0.1% |
| 179068 | 2 | < 0.1% |
| Other values (8605) | 8739 |
| Value | Count | Frequency (%) |
| 20062 | 1 | |
| 20140 | 1 | |
| 20162 | 1 | |
| 20165 | 1 | |
| 20208 | 1 | |
| 20249 | 1 | |
| 20255 | 1 | |
| 20264 | 1 | |
| 20285 | 1 | |
| 20328 | 1 |
| Value | Count | Frequency (%) |
| 299954 | 1 | |
| 299909 | 1 | |
| 299891 | 1 | |
| 299850 | 1 | |
| 299810 | 1 | |
| 299776 | 1 | |
| 299771 | 1 | |
| 299769 | 1 | |
| 299742 | 1 | |
| 299738 | 1 |
BMI
Text
UNIQUE
| Distinct | 8763 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 21.406596 |
| Min length | 15 |
Characters and Unicode
| Total characters | 187586 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8763 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 31.251.232.725.295.400 |
|---|---|
| 2nd row | 271.949.733.519.874 |
| 3rd row | 28.176.570.683.909.800 |
| 4th row | 36.464.704.293.082.800 |
| 5th row | 21.809.144.180.619.700 |
| Value | Count | Frequency (%) |
| 31.251.232.725.295.400 | 1 | < 0.1% |
| 22.867.910.772.851.200 | 1 | < 0.1% |
| 1.879.283.400.542.970 | 1 | < 0.1% |
| 3.652.439.523.724.410 | 1 | < 0.1% |
| 25.491.740.663.098.100 | 1 | < 0.1% |
| 25.564.897.154.053.200 | 1 | < 0.1% |
| 3.510.223.615.396.750 | 1 | < 0.1% |
| 3.248.534.524.081.800 | 1 | < 0.1% |
| 2.255.891.675.229.810 | 1 | < 0.1% |
| 22.040.472.919.767.900 | 1 | < 0.1% |
| Other values (8753) | 8753 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 43371 | |
| 0 | 25006 | |
| 2 | 16272 | 8.7% |
| 3 | 16215 | 8.6% |
| 1 | 13129 | 7.0% |
| 9 | 12516 | 6.7% |
| 8 | 12499 | 6.7% |
| 6 | 12321 | 6.6% |
| 5 | 12204 | 6.5% |
| 4 | 12115 | 6.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 144215 | |
| Other Punctuation | 43371 | 23.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 25006 | |
| 2 | 16272 | |
| 3 | 16215 | |
| 1 | 13129 | |
| 9 | 12516 | |
| 8 | 12499 | |
| 6 | 12321 | |
| 5 | 12204 | |
| 4 | 12115 | |
| 7 | 11938 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 43371 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 187586 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 43371 | |
| 0 | 25006 | |
| 2 | 16272 | 8.7% |
| 3 | 16215 | 8.6% |
| 1 | 13129 | 7.0% |
| 9 | 12516 | 6.7% |
| 8 | 12499 | 6.7% |
| 6 | 12321 | 6.6% |
| 5 | 12204 | 6.5% |
| 4 | 12115 | 6.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187586 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 43371 | |
| 0 | 25006 | |
| 2 | 16272 | 8.7% |
| 3 | 16215 | 8.6% |
| 1 | 13129 | 7.0% |
| 9 | 12516 | 6.7% |
| 8 | 12499 | 6.7% |
| 6 | 12321 | 6.6% |
| 5 | 12204 | 6.5% |
| 4 | 12115 | 6.5% |
Triglycerides
Real number (ℝ)
| Distinct | 771 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 417.67705 |
| Minimum | 30 |
|---|---|
| Maximum | 800 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 68 |
| Q1 | 225.5 |
| median | 417 |
| Q3 | 612 |
| 95-th percentile | 766 |
| Maximum | 800 |
| Range | 770 |
| Interquartile range (IQR) | 386.5 |
Descriptive statistics
| Standard deviation | 223.74814 |
|---|---|
| Coefficient of variation (CV) | 0.53569651 |
| Kurtosis | -1.1977997 |
| Mean | 417.67705 |
| Median Absolute Deviation (MAD) | 193 |
| Skewness | -0.0019149561 |
| Sum | 3660104 |
| Variance | 50063.229 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 799 | 25 | 0.3% |
| 507 | 22 | 0.3% |
| 121 | 22 | 0.3% |
| 593 | 22 | 0.3% |
| 469 | 22 | 0.3% |
| 731 | 21 | 0.2% |
| 675 | 20 | 0.2% |
| 726 | 20 | 0.2% |
| 352 | 20 | 0.2% |
| 410 | 20 | 0.2% |
| Other values (761) | 8549 |
| Value | Count | Frequency (%) |
| 30 | 16 | |
| 31 | 14 | |
| 32 | 11 | |
| 33 | 13 | |
| 34 | 6 | 0.1% |
| 35 | 13 | |
| 36 | 7 | |
| 37 | 10 | |
| 38 | 13 | |
| 39 | 7 |
| Value | Count | Frequency (%) |
| 800 | 8 | 0.1% |
| 799 | 25 | |
| 798 | 12 | |
| 797 | 19 | |
| 796 | 13 | |
| 795 | 9 | 0.1% |
| 794 | 9 | 0.1% |
| 793 | 9 | 0.1% |
| 792 | 9 | 0.1% |
| 791 | 20 |
Physical-Activity-Days-Per-Week
Real number (ℝ)
ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4896725 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 1065 |
| Zeros (%) | 12.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.2826873 |
|---|---|
| Coefficient of variation (CV) | 0.65412652 |
| Kurtosis | -1.2295521 |
| Mean | 3.4896725 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.017821706 |
| Sum | 30580 |
| Variance | 5.2106614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 3 | 1143 | |
| 1 | 1121 | |
| 2 | 1109 | |
| 7 | 1095 | |
| 5 | 1079 | |
| 4 | 1077 | |
| 6 | 1074 | |
| 0 | 1065 |
| Value | Count | Frequency (%) |
| 0 | 1065 | |
| 1 | 1121 | |
| 2 | 1109 | |
| 3 | 1143 | |
| 4 | 1077 | |
| 5 | 1079 | |
| 6 | 1074 | |
| 7 | 1095 |
| Value | Count | Frequency (%) |
| 7 | 1095 | |
| 6 | 1074 | |
| 5 | 1079 | |
| 4 | 1077 | |
| 3 | 1143 | |
| 2 | 1109 | |
| 1 | 1121 | |
| 0 | 1065 |
Sleep-Hours-Per-Day
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0235079 |
| Minimum | 4 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 68.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.9884728 |
|---|---|
| Coefficient of variation (CV) | 0.28311675 |
| Kurtosis | -1.2323539 |
| Mean | 7.0235079 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.00035685175 |
| Sum | 61547 |
| Variance | 3.9540239 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 10 | 1293 | |
| 8 | 1288 | |
| 6 | 1276 | |
| 7 | 1270 | |
| 5 | 1263 | |
| 9 | 1192 | |
| 4 | 1181 |
| Value | Count | Frequency (%) |
| 4 | 1181 | |
| 5 | 1263 | |
| 6 | 1276 | |
| 7 | 1270 | |
| 8 | 1288 | |
| 9 | 1192 | |
| 10 | 1293 |
| Value | Count | Frequency (%) |
| 10 | 1293 | |
| 9 | 1192 | |
| 8 | 1288 | |
| 7 | 1270 | |
| 6 | 1276 | |
| 5 | 1263 | |
| 4 | 1181 |
Country
Categorical
HIGH CORRELATION
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Germany | 477 |
|---|---|
| Argentina | 471 |
| Brazil | 462 |
| United Kingdom | 457 |
| Australia | 449 |
| Other values (15) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 7.9454525 |
| Min length | 5 |
Characters and Unicode
| Total characters | 69626 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Argentina |
|---|---|
| 2nd row | Canada |
| 3rd row | France |
| 4th row | Canada |
| 5th row | Thailand |
Common Values
| Value | Count | Frequency (%) |
| Germany | 477 | 5.4% |
| Argentina | 471 | 5.4% |
| Brazil | 462 | 5.3% |
| United Kingdom | 457 | 5.2% |
| Australia | 449 | 5.1% |
| Nigeria | 448 | 5.1% |
| France | 446 | 5.1% |
| Canada | 440 | 5.0% |
| China | 436 | 5.0% |
| New Zealand | 435 | 5.0% |
| Other values (10) | 4242 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| united | 877 | 8.0% |
| south | 834 | 7.6% |
| germany | 477 | 4.4% |
| argentina | 471 | 4.3% |
| brazil | 462 | 4.2% |
| kingdom | 457 | 4.2% |
| australia | 449 | 4.1% |
| nigeria | 448 | 4.1% |
| france | 446 | 4.1% |
| canada | 440 | 4.0% |
| Other values (13) | 5548 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10931 | |
| n | 6638 | 9.5% |
| i | 6597 | 9.5% |
| e | 4843 | 7.0% |
| t | 4327 | 6.2% |
| r | 3587 | 5.2% |
| d | 3049 | 4.4% |
| l | 2634 | 3.8% |
| o | 2558 | 3.7% |
| 2146 | 3.1% | |
| Other values (26) | 22316 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 56571 | |
| Uppercase Letter | 10909 | 15.7% |
| Space Separator | 2146 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 10931 | |
| n | 6638 | |
| i | 6597 | |
| e | 4843 | |
| t | 4327 | 7.6% |
| r | 3587 | 6.3% |
| d | 3049 | 5.4% |
| l | 2634 | 4.7% |
| o | 2558 | 4.5% |
| m | 1788 | 3.2% |
| Other values (11) | 9619 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1684 | |
| A | 1345 | |
| C | 1305 | |
| N | 883 | |
| U | 877 | |
| K | 866 | |
| I | 843 | |
| G | 477 | 4.4% |
| B | 462 | 4.2% |
| F | 446 | 4.1% |
| Other values (4) | 1721 |
Space Separator
| Value | Count | Frequency (%) |
| 2146 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67480 | |
| Common | 2146 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 10931 | |
| n | 6638 | 9.8% |
| i | 6597 | 9.8% |
| e | 4843 | 7.2% |
| t | 4327 | 6.4% |
| r | 3587 | 5.3% |
| d | 3049 | 4.5% |
| l | 2634 | 3.9% |
| o | 2558 | 3.8% |
| m | 1788 | 2.6% |
| Other values (25) | 20528 |
Common
| Value | Count | Frequency (%) |
| 2146 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69626 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 10931 | |
| n | 6638 | 9.5% |
| i | 6597 | 9.5% |
| e | 4843 | 7.0% |
| t | 4327 | 6.2% |
| r | 3587 | 5.2% |
| d | 3049 | 4.4% |
| l | 2634 | 3.8% |
| o | 2558 | 3.7% |
| 2146 | 3.1% | |
| Other values (26) | 22316 |
Continent
Categorical
HIGH CORRELATION
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| Asia | |
|---|---|
| Europe | |
| South America | |
| Australia | |
| Africa |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.4972042 |
| Min length | 4 |
Characters and Unicode
| Total characters | 65698 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | South America |
|---|---|
| 2nd row | North America |
| 3rd row | Europe |
| 4th row | North America |
| 5th row | Asia |
Common Values
| Value | Count | Frequency (%) |
| Asia | 2543 | |
| Europe | 2241 | |
| South America | 1362 | |
| Australia | 884 | 10.1% |
| Africa | 873 | 10.0% |
| North America | 860 | 9.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| asia | 2543 | |
| europe | 2241 | |
| america | 2222 | |
| south | 1362 | |
| australia | 884 | 8.0% |
| africa | 873 | 7.9% |
| north | 860 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7406 | |
| r | 7080 | |
| A | 6522 | |
| i | 6522 | |
| u | 4487 | 6.8% |
| o | 4463 | 6.8% |
| e | 4463 | 6.8% |
| s | 3427 | 5.2% |
| t | 3106 | 4.7% |
| c | 3095 | 4.7% |
| Other values (9) | 15127 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 52491 | |
| Uppercase Letter | 10985 | 16.7% |
| Space Separator | 2222 | 3.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7406 | |
| r | 7080 | |
| i | 6522 | |
| u | 4487 | |
| o | 4463 | |
| e | 4463 | |
| s | 3427 | |
| t | 3106 | |
| c | 3095 | |
| p | 2241 | 4.3% |
| Other values (4) | 6201 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6522 | |
| E | 2241 | 20.4% |
| S | 1362 | 12.4% |
| N | 860 | 7.8% |
Space Separator
| Value | Count | Frequency (%) |
| 2222 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63476 | |
| Common | 2222 | 3.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7406 | |
| r | 7080 | |
| A | 6522 | |
| i | 6522 | |
| u | 4487 | 7.1% |
| o | 4463 | 7.0% |
| e | 4463 | 7.0% |
| s | 3427 | 5.4% |
| t | 3106 | 4.9% |
| c | 3095 | 4.9% |
| Other values (8) | 12905 |
Common
| Value | Count | Frequency (%) |
| 2222 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 65698 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7406 | |
| r | 7080 | |
| A | 6522 | |
| i | 6522 | |
| u | 4487 | 6.8% |
| o | 4463 | 6.8% |
| e | 4463 | 6.8% |
| s | 3427 | 5.2% |
| t | 3106 | 4.7% |
| c | 3095 | 4.7% |
| Other values (9) | 15127 |
Heart-Attack-Risk
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 68.6 KiB |
| No | |
|---|---|
| Si |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 35052 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | No |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 5624 | |
| Si | 3139 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 5624 | |
| si | 3139 |
Most occurring characters
| Value | Count | Frequency (%) |
| 17526 | ||
| N | 5624 | 16.0% |
| o | 5624 | 16.0% |
| S | 3139 | 9.0% |
| i | 3139 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Space Separator | 17526 | |
| Uppercase Letter | 8763 | |
| Lowercase Letter | 8763 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 5624 | |
| S | 3139 |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 5624 | |
| i | 3139 |
Space Separator
| Value | Count | Frequency (%) |
| 17526 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17526 | |
| Latin | 17526 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 5624 | |
| o | 5624 | |
| S | 3139 | |
| i | 3139 |
Common
| Value | Count | Frequency (%) |
| 17526 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 35052 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 17526 | ||
| N | 5624 | 16.0% |
| o | 5624 | 16.0% |
| S | 3139 | 9.0% |
| i | 3139 | 9.0% |
| Age | Cholesterol | Heart-Rate | Stress-Level | Income | Triglycerides | Physical-Activity-Days-Per-Week | Sleep-Hours-Per-Day | Sex | Diabetes | Family-History | Smoking | Obesity | Alcohol-Consumption | Diet | Previous-Heart-Problems | Medication-Use | Country | Continent | Heart-Attack-Risk | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | -0.009 | -0.004 | 0.018 | -0.002 | 0.004 | 0.001 | -0.002 | 0.015 | 0.000 | 0.000 | 0.476 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.012 | 0.002 | 0.012 |
| Cholesterol | -0.009 | 1.000 | 0.000 | -0.024 | -0.000 | -0.006 | 0.016 | 0.004 | 0.004 | 0.021 | 0.000 | 0.012 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Heart-Rate | -0.004 | 0.000 | 1.000 | -0.005 | 0.005 | 0.012 | 0.001 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.017 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 |
| Stress-Level | 0.018 | -0.024 | -0.005 | 1.000 | -0.003 | -0.004 | 0.007 | -0.014 | 0.016 | 0.000 | 0.017 | 0.000 | 0.026 | 0.000 | 0.012 | 0.000 | 0.039 | 0.008 | 0.022 | 0.000 |
| Income | -0.002 | -0.000 | 0.005 | -0.003 | 1.000 | 0.011 | 0.000 | -0.007 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.017 |
| Triglycerides | 0.004 | -0.006 | 0.012 | -0.004 | 0.011 | 1.000 | -0.008 | -0.029 | 0.028 | 0.020 | 0.000 | 0.020 | 0.000 | 0.016 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Physical-Activity-Days-Per-Week | 0.001 | 0.016 | 0.001 | 0.007 | 0.000 | -0.008 | 1.000 | 0.014 | 0.000 | 0.018 | 0.025 | 0.000 | 0.000 | 0.016 | 0.000 | 0.015 | 0.014 | 0.000 | 0.000 | 0.011 |
| Sleep-Hours-Per-Day | -0.002 | 0.004 | 0.002 | -0.014 | -0.007 | -0.029 | 0.014 | 1.000 | 0.010 | 0.030 | 0.020 | 0.010 | 0.000 | 0.000 | 0.012 | 0.000 | 0.024 | 0.000 | 0.013 | 0.008 |
| Sex | 0.015 | 0.004 | 0.000 | 0.016 | 0.000 | 0.028 | 0.000 | 0.010 | 1.000 | 0.000 | 0.000 | 0.514 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 |
| Diabetes | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.020 | 0.018 | 0.030 | 0.000 | 1.000 | 0.008 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 |
| Family-History | 0.000 | 0.000 | 0.000 | 0.017 | 0.025 | 0.000 | 0.025 | 0.020 | 0.000 | 0.008 | 1.000 | 0.004 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 |
| Smoking | 0.476 | 0.012 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.010 | 0.514 | 0.000 | 0.004 | 1.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Obesity | 0.000 | 0.000 | 0.014 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 1.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 |
| Alcohol-Consumption | 0.000 | 0.023 | 0.000 | 0.000 | 0.017 | 0.016 | 0.016 | 0.000 | 0.000 | 0.000 | 0.006 | 0.006 | 0.021 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 |
| Diet | 0.011 | 0.000 | 0.017 | 0.012 | 0.000 | 0.019 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.013 | 0.016 | 0.021 | 0.016 | 0.000 |
| Previous-Heart-Problems | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 1.000 | 0.000 | 0.034 | 0.025 | 0.000 |
| Medication-Use | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.014 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 1.000 | 0.003 | 0.000 | 0.000 |
| Country | 0.012 | 0.000 | 0.015 | 0.008 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.034 | 0.003 | 1.000 | 0.999 | 0.012 |
| Continent | 0.002 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.013 | 0.003 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.016 | 0.025 | 0.000 | 0.999 | 1.000 | 0.000 |
| Heart-Attack-Risk | 0.012 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.011 | 0.008 | 0.000 | 0.013 | 0.000 | 0.000 | 0.008 | 0.008 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Patient-ID | Age | Sex | Cholesterol | Blood-Pressure | Heart-Rate | Diabetes | Family-History | Smoking | Obesity | Alcohol-Consumption | Exercise-Hours-Per-Week | Diet | Previous-Heart-Problems | Medication-Use | Stress-Level | Sedentary-Hours-Per-Day | Income | BMI | Triglycerides | Physical-Activity-Days-Per-Week | Sleep-Hours-Per-Day | Country | Continent | Heart-Attack-Risk | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | BMW7812 | 67 | Masculino | 208 | 158/88 | 72 | Negativo | Negativo | Si | No | No | 4.168.188.835.442.070 | Promedio | Negativo | No | 9 | 66.150.014.529.140.500 | 261404 | 31.251.232.725.295.400 | 286 | 0 | 6 | Argentina | South America | No |
| 1 | CZE1114 | 21 | Masculino | 389 | 165/93 | 98 | Positivo | Positivo | Si | Si | Si | 18.132.416.178.634.400 | Enfermizo | Positivo | No | 1 | 4.963.458.839.757.670 | 285768 | 271.949.733.519.874 | 235 | 1 | 7 | Canada | North America | No |
| 2 | BNI9906 | 21 | Femenino | 324 | 174/99 | 72 | Positivo | Negativo | No | No | No | 20.783.529.861.178.800 | Sano | Positivo | Si | 9 | 9.463.425.838.029.820 | 235282 | 28.176.570.683.909.800 | 587 | 4 | 4 | France | Europe | No |
| 3 | JLN3497 | 84 | Masculino | 383 | 163/100 | 73 | Positivo | Positivo | Si | No | Si | 982.812.959.348.533 | Promedio | Positivo | No | 9 | 7.648.980.824.461.000 | 125640 | 36.464.704.293.082.800 | 378 | 3 | 4 | Canada | North America | No |
| 4 | GFO8847 | 66 | Masculino | 318 | 91/88 | 93 | Positivo | Positivo | Si | Si | No | 5.804.298.820.315.430 | Enfermizo | Positivo | No | 6 | 15.148.209.264.291.300 | 160555 | 21.809.144.180.619.700 | 231 | 1 | 5 | Thailand | Asia | No |
| 5 | ZOO7941 | 54 | Femenino | 297 | 172/86 | 48 | Positivo | Positivo | Si | No | Si | 6.250.080.237.057.350 | Enfermizo | Positivo | Si | 2 | 7.798.752.408.582.430 | 241339 | 20.146.839.503.010.000 | 795 | 5 | 10 | Germany | Europe | Si |
| 6 | WYV0966 | 90 | Masculino | 358 | 102/73 | 84 | Negativo | Negativo | Si | No | Si | 4.098.177.090.985.470 | Sano | Negativo | No | 7 | 6.273.560.009.569.510 | 190450 | 28.885.810.606.590.400 | 284 | 4 | 10 | Canada | North America | Si |
| 7 | XXM0972 | 84 | Masculino | 220 | 131/68 | 107 | Negativo | Negativo | Si | Si | Si | 3.427.928.754.300.870 | Promedio | Negativo | Si | 4 | 10.543.780.239.266.800 | 122093 | 222.218.617.394.038 | 370 | 6 | 7 | Japan | Asia | Si |
| 8 | XCQ5937 | 20 | Masculino | 145 | 144/105 | 68 | Positivo | Negativo | Si | Si | No | 16.868.302.239.450.000 | Promedio | Negativo | No | 5 | 11.348.786.873.498.900 | 25086 | 3.580.990.131.909.640 | 790 | 7 | 4 | Brazil | South America | No |
| 9 | FTJ5456 | 43 | Femenino | 248 | 160/70 | 55 | Negativo | Positivo | Si | Si | Si | 1.945.150.606.299.490 | Enfermizo | Negativo | No | 4 | 4.055.114.781.794.600 | 209703 | 2.255.891.675.229.810 | 232 | 7 | 7 | Japan | Asia | No |
| Patient-ID | Age | Sex | Cholesterol | Blood-Pressure | Heart-Rate | Diabetes | Family-History | Smoking | Obesity | Alcohol-Consumption | Exercise-Hours-Per-Week | Diet | Previous-Heart-Problems | Medication-Use | Stress-Level | Sedentary-Hours-Per-Day | Income | BMI | Triglycerides | Physical-Activity-Days-Per-Week | Sleep-Hours-Per-Day | Country | Continent | Heart-Attack-Risk | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8753 | NVC8704 | 82 | Masculino | 311 | 126/108 | 87 | Negativo | Positivo | Si | Si | Si | 8.202.448.587.890.530 | Enfermizo | Positivo | No | 7 | 8.402.977.140.087.210 | 141521 | 2.769.423.979.513.460 | 515 | 1 | 5 | Australia | Australia | Si |
| 8754 | LZM3606 | 80 | Femenino | 383 | 153/96 | 91 | Positivo | Positivo | Si | No | Si | 6.082.655.613.500.490 | Sano | Positivo | Si | 3 | 8.234.883.024.427.170 | 101341 | 20.490.450.321.507.000 | 174 | 3 | 4 | Argentina | South America | Si |
| 8755 | KQR8949 | 25 | Masculino | 307 | 137/94 | 78 | Negativo | Positivo | Si | No | Si | 32.722.021.401.897.500 | Promedio | Negativo | No | 3 | 10.516.774.509.379.200 | 79211 | 33.469.360.438.108.900 | 296 | 7 | 5 | Spain | Europe | No |
| 8756 | BUE0416 | 22 | Masculino | 347 | 115/87 | 108 | Negativo | Positivo | Si | No | Si | 3.820.772.242.810.590 | Sano | Positivo | Si | 1 | 6.786.750.468.117.320 | 230235 | 2.029.505.383.508.780 | 641 | 2 | 9 | Canada | North America | Si |
| 8757 | YDX2478 | 59 | Femenino | 378 | 93/78 | 99 | Negativo | Positivo | Si | Si | No | 1.857.908.161.254.340 | Sano | Negativo | No | 4 | 7.495.230.555.888.590 | 70415 | 399.760.614.212.379 | 158 | 1 | 9 | China | Asia | No |
| 8758 | MSV9918 | 60 | Masculino | 121 | 94/76 | 61 | Positivo | Positivo | Si | No | Si | 7.917.341.801.057.810 | Sano | Positivo | Si | 8 | 10.806.373.209.059.800 | 235420 | 1.965.589.452.538.690 | 67 | 7 | 7 | Thailand | Asia | No |
| 8759 | QSV6764 | 28 | Femenino | 120 | 157/102 | 73 | Positivo | Negativo | No | Si | No | 165.584.261.756.953 | Sano | Negativo | No | 8 | 38.330.380.556.468.000 | 217881 | 23.993.866.102.650.500 | 617 | 4 | 9 | Canada | North America | No |
| 8760 | XKA5925 | 47 | Masculino | 250 | 161/75 | 105 | Negativo | Positivo | Si | Si | Si | 31.484.379.076.856.000 | Promedio | Positivo | No | 5 | 23.752.137.292.172.000 | 36998 | 3.540.614.615.890.450 | 527 | 4 | 4 | Brazil | South America | Si |
| 8761 | EPE6801 | 36 | Masculino | 178 | 119/67 | 60 | Positivo | Negativo | Si | No | No | 37.899.498.336.153.700 | Enfermizo | Positivo | Si | 5 | 2.910.425.818.218.560 | 209943 | 2.729.402.008.767.080 | 114 | 2 | 8 | Brazil | South America | No |
| 8762 | ZWN9666 | 25 | Femenino | 356 | 138/67 | 75 | Positivo | Positivo | No | No | Si | 18.081.747.965.841.100 | Sano | Negativo | No | 8 | 9.005.234.382.727.110 | 247338 | 3.291.415.085.636.530 | 180 | 7 | 4 | United Kingdom | Europe | Si |